In: Statistics and Probability
For the following 4 questions, consider the following 10 scores on a test:
45 45 60 65 75 80 85 90 90 100
A) Find the standard deviation of the data (to the nearest hundredth).
B) Calculate the 25th percentile of the data.
Solution:
| x | x2 |
| 45 | 2025 |
| 45 | 2025 |
| 60 | 3600 |
| 65 | 4225 |
| 75 | 5625 |
| 80 | 6400 |
| 85 | 7225 |
| 90 | 8100 |
| 90 | 8100 |
| 100 | 10000 |
x=735 |
x2=57325 |
A ) The sample standard is S
S =
(
x2 ) - ((
x)2 / n ) n -1
=
57325-(735)210/9
=
57325-54022.5/9
=
3302.59
=
366.9444
=19.1558
The sample standard =19.15
B ) Arranging Observations in the ascending order, We get
:
45,45,60,65,75,80,85,90,90,100
Here, n=10
P25=(25(n+1)100)th value of the observation
=(25⋅11100)th value of the observation
=(2.75)th value of the observation
=2nd observation +0.75[3rd-2nd]
=45+0.75[60-45]
=45+0.75(15)
=45+11.25
=56.25
P25=56.25